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Amiee Misobbah is quickly making her mark in the Indian entertainment industry. Born on August 21, 1998, in Guwahati, Assam, and raised in Dubai after her family relocated 25 years ago, Amiee is steadily climbing the Bollywood ladder with her talent and screen presence.

The young actress is now working on an exciting new project alongside Bollywood actor and filmmaker Arbaaz Khan. The film, titled “Bihu Attack”, is already generating buzz, with Amiee taking on a physically demanding role that includes action scenes, fight sequences, and handling firearms — a bold new step in her career.

Amiee first caught public attention when she appeared in the emotional music video “Yeh Galiyan Yeh Chaubara”, featuring veteran actress Padmini Kolhapure. Her performance in the song was praised for blending old-school Bollywood charm with a fresh, modern appeal.

With “Bihu Attack,” Amiee Misobbah is proving she’s more than just a fresh face — she’s an emerging performer ready to take on challenging roles. As she continues to build her profile in Bollywood, audiences and industry insiders alike are keeping a close eye on this rising star.

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New Delhi, India – The Stree Samarthya Summit 2025, a transformative initiative by Dr. Monica B. Sood, Chairperson of the National Unity & Security Council (NUSC) and CEO of Navjivan Health Services, successfully concluded, leaving a lasting impact on the landscape of women’s empowerment in Bharat. More than just an event, the summit emerged as a movement, uniting women from diverse backgrounds to foster empowerment, awareness, and societal transformation.

The summit was graced by Punjab Governor Shri Gulab Chand Kataria as the chief guest. During the event, the Governor released a coffee table book on women empowerment, ‘Chitratma Stree Samarthya,’ to commemorate the occasion. In his address, Governor Kataria emphasized Naari ek sanskaar shaala hai (A woman, in herself, is an institution of moral values and ethics).  He added that naari ko jis morche pe lagaya usne wahan jhanda gaarha hai, naari mein apaar shakti hai …which means (A woman achieves wonders in whichever field she is deployed and that a woman has immense power)”. The Governor asked the organisers to connect with needy women and provide them with benefits of government schemes for women.

He added that India’s dream of becoming a developed nation by 2047 cannot be realised without the progress of women.

Following the Governor’s inspiring words, Dr. Monica B. Sood, a leader in healthcare, social empowerment, and socio-economic analyst, shared her vision for the summit. She emphasized “Women do not need saving; they need systems that allow them to rise. Stree Samarthya is a movement to awaken that inherent power within every woman from the cities of Delhi and Mumbai to the villages of Bastar and Bhagalpur. When a woman understands her worth, her rights, her health, and her voice she doesn’t just change her life, she changes the nation.”

As the head of Navjivan Health Services, a 101-year-old institution pioneering Ayurvedic treatments across 40 countries, Dr. Sood has been instrumental in integrating traditional wisdom with contemporary advancements. Her commitment to women’s empowerment extends beyond healthcare to psychological wellness, economic stability, and self-reliance.

The Stree Samarthya Summit 2025 successfully addressed the challenges faced by women from both urban and rural backgrounds, focusing on five key areas: mental health and emotional well-being, financial literacy and economic empowerment, female health and HPV awareness, legal rights and cyber safety, and education and digital literacy. These pillars provided essential knowledge and resources to support women’s personal and professional growth.

A key highlight of the summit was the celebration of women changemakers from various sectors, including entrepreneurs, educators, homemakers, police officers, doctors, social activists, and survivors of abuse, who have demonstrated resilience and leadership. Panel discussions, moderated by journalist Jaskiran Kapoor, featured esteemed voices such as IPS Geetanjali Khandelwal, educationist Kavita Das, financial strategist Sandeep Sahni, psychologist Shabana Azam, advocate Pooja Nayar, entrepreneur Ritika Singh, and gynaecologist Dr. Preeti Jindal, who specializes in HPV awareness and women’s health.

The summit created a lasting impact by strengthening women’s mental health awareness, promoting HPV and cervical cancer prevention, enhancing financial independence, educating women on legal rights and cyber safety, and encouraging digital literacy. More than just an annual event, Stree Samarthya has been envisioned as a long-term movement with mentorship networks, digital platforms, and policy-driven initiatives that will continue to uplift women beyond 2025.

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JSR Traders, a name that comes to mind when wire mesh and metal mesh stand us, gets jubilated today to announce the comeback of its most popular products namely, Perforated Sheets, Expanded Metal, Wire Mesh and Filter Disc & Circle. With nearly two decades of experience in the market, JSR Traders continue leading innovations in manufacturing and supplying a wide range of wire netting and metal mesh products. The product relaunch then does not only reflect the company’s commitment to innovative development but more so, embody its promise to stay in touch with the evolving needs from its customers across industries.

A Legacy of Excellence

Established in 2006 by Mr. Rakesh Jangid in Bangalore, it has come a long way since its modest origins. Starting as a manufacturer and stockist of wire netting and metal mesh products, the very next moment, one could realize the establishment of its identity as a business firm of today, known for superior quality of product matched with timely delivery. JSR Traders, today, is trusted across sectors that include mining, oil and gas, automobiles, construction, and many more. The sole award-winning parameters for growing up in this industry comprise quality, precision, and unparalleled customer satisfaction.

With numerous industrial needs, JSR Traders offers an extensive range of products manufactured from best quality Trusted Brands materials such as iron, mild steel, stainless steel, aluminium, brass, and copper made – Wire Mesh, Perforated Sheets, Expanded Metal, Crimped Mesh, Welded Wire Mesh, Filter Mesh, Chain Link Fences, Plaster Mesh, and Hexagonal Wire Netting, among others.

Product Relaunch: A New Era of Quality and Durability

The successful relaunching of Perforated Sheets, Expanded Metal, Wire Mesh as well as Filter Discs & Circles Made on modern Machinery  by JSR Traders marks the beginning of a new chapter in their journey. Such products have gone through careful craftsmanship and refinement to qualify as products conforming to the highest quality standards, durability, and functional use. Whether for construction, filtration, or industrial applications, materials supplied by JSR Traders are engineered to deliver superior performance.

Perforated Sheets

Perforated sheets are used in different industries and applications for ventilation, filtration, and screening. JSR Traders manufactures outstanding perforated sheets that have precise strength with high durability and a good appearance. These perforated sheets can be made in many hole patterns and thicknesses and in multiple metals to customize to any customer’s specific needs for individual projects.

Expanded Metal

JSR Traders is the excellent name kept there in terms of highly durable, yet versatile products expanded metal offers. Expanded metal is most popularly seen in industries like construction, automotive, and security because of its excellent strength-to-weight ratio combined with its ability to provide effective ventilation and screening. The expanded metal available at JSR Traders is available in different thickness and opening hole sizes and patterns according to different needs of every industry.

Wire Mesh

Wire mesh, which is one of the flagship products from JSR Traders, is manufactured to give the maximum performance in demanding applications. JSR Traders’ wire mesh is made in various materials such as stainless steel ( SS304L, SS316L), aluminium, galvanised iron (GI), Brass etc which the company distributes in different kinds of industries like construction, mining, agriculture, etc. The manufacture of the company’s wire mesh products is measured to ensure their uniformity and strength, further guaranteeing their durability.

Filter Discs & Circles

JSR Traders’ filter discs and circles are important parts of filtration systems offering high efficiency in separating solids from liquids or gases. Companies such as this create filter discs from stainless steel ( SS304L, SS316L) which ensure their long run and corrosion resistance. These products are highly applicable in was adopted by the oil and gas, water treatment, and food processing sectors.

Why Choose JSR Traders?

What differentiates JSR Traders from the rest is its quality commitment which solidifies its market presence. Over time, the company has developed a comprehensive portfolio of products and built a reputation for providing solutions that customers can rely upon without much concern for cost or longevity. JSR Traders prides itself in its excellently manufactured products with the best techniques and quality materials life span.

Customer satisfaction is another reason for the successful march of the company. As every client has different requirements, the company makes sure that all products are made to fulfil the specific needs of the industry. Consistent deliveries on time and every time put the company down to be one of the favourite partnerships for construction bucketing, mining, oil, and gas, etc. 

Additionally, JSR Traders innovates the products regularly and thus will always be ahead in performance and designs. The images of its Perforated Sheets, Expanded Metal, Wire Mesh, and Filter Discs & Circles are clear evidence of the company’s commitment towards being relevant in a fast-evolving market. 

Conclusion 

Years of consistent performance with superior quality and customer-centric service have built a reputation for JSR Traders as a trusted name in the industry. With the revamp of Perforated Sheets, Expanded Metal, Wire Mesh, and Filter Discs & Circles, the company will now have more innovative solutions to offer its customers. Continuing the legacy of being the frontrunner in the wire mesh and metal mesh industry, JSR Traders will keep on promising quality, reliability, and excellence.JSR Traders, for a variety of businesses in differing sectors, is the firm that you can really trust to provide the best solutions, customized solutions in the area of wire mesh and metal mesh products.

For More Information on Jsr traders please visit our website on: https://jsrtraders.co.in/ 

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Ahmedabad – March 31, 2025 – DEV Information Technology Limited, (NSE – DEVIT, BSE – 543462), a global IT and ITeS company providing Cloud Services, Digital Transformation, Enterprise Applications, and Managed IT Services, has secured two significant orders from National Informatics Centre Services Incorporated, a Government of India undertaking. 

DEV IT has received a significant order of ₹3.28 Cr for the development, customization, implementation, and maintenance of the IT system for Rajasthan Mahila Nidhi Credit Cooperative Federation Limited, a Government of Rajasthan undertaking. This initiative is expected to enhance financial inclusion for women in the state by streamlining credit cooperative operations through an advanced software platform. The project is set to be executed over a period of three years.

DEV IT has received another order worth ₹52 lakh for the development of CM Kisan & Gopal Credit Card Schemes Modules under Cooperative Management System 2.0, Raj Sahakar. This project, also under the Government of Rajasthan’s initiative, aims to digitalize and optimize agricultural credit services, benefiting farmers and dairy entrepreneurs. The execution timeline for this project is two years.

These projects reinforce DEV IT’s expertise in developing mission-critical IT solutions for government-backed financial and cooperative programs. By securing these high-value contracts, the company strengthens its footprint in the government sector, driving sustained revenue growth and long-term business stability.

Commenting on the order, Mr. Pranav Pandya, Founder & Chairman (DEV IT), said, “We are proud to have secured significant orders from esteemed Rajasthan government institutions. These achievements further strengthen our position as a trusted technology partner for critical government initiatives and expand our footprint in Rajasthan.

These projects align with our commitment to delivering transformative IT solutions that enhance financial inclusion, streamline cooperative credit systems, and support digital governance. By leveraging our expertise, we aim to drive efficiency, transparency, and innovation in public sector IT infrastructure.

This accomplishment reinforces our presence in the government sector and contributes to our long-term business growth, reaffirming our dedication to empowering institutions with cutting-edge technology solutions.”

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Coimbatore, India – March 31, 2025 – Forge Ventures incubated and PSG STEP supported Goat Robotics, a cutting-edge robotics and automation startup, has successfully raised ₹2.66 crore in its latest funding round. The round saw a significant investment from Campus Angels Network (₹1.09 crore), alongside contributions from Native Lead Angels (₹59.5 lakh), Pontaq Ventures (₹24.98 lakh), TiE Coimbatore (₹49.85 lakh), and other investors (₹22.95 lakh). This funding will accelerate Goat Robotics’ innovation in robotics-driven automation solutions, enabling them to scale manufacturing, enhance R&D, and expand market outreach.

Founded with the vision of transforming industrial automation, Goat Robotics specializes in developing intelligent robotic systems that optimize processes across various sectors. Their solutions integrate AI and robotics to improve efficiency, reduce operational costs, and enhance productivity for businesses.

Leadership Insights

Muthukumar Thiyagarajan, CEO of Goat Robotics, remarked, “This funding is a major milestone in our journey to redefine automation with intelligent robotics. With the backing of Campus Angels Network, Native Lead Angels, Pontaq Ventures, TiE Coimbatore, and other investors, we are well-positioned to bring our innovative solutions to a broader audience and scale our operations rapidly.”

Chandran Krishnan, Managing Director & CEO of Campus Angels Network, commented, “Goat Robotics represents the kind of high-impact, technology-driven startup that aligns with our vision of supporting transformative innovations. Their focus on intelligent automation solutions has the potential to revolutionize industrial processes, making operations more efficient and cost-effective.”

Vedha, representing Native Lead Angels, added, “Goat Robotics’ advancements in AI-driven automation are well-timed for the industry’s growing demand for smart robotics solutions. We are excited to support their journey as they push the boundaries of industrial automation.”

Barthasarathy, from Pontaq Ventures, stated, “Automation is the future, and Goat Robotics is leading the way with its cutting-edge robotic systems. Their technology has the potential to reshape industries, and we are proud to be part of their growth story.”

Pioneering the Future of Intelligent Automation

With this funding, Goat Robotics aims to accelerate product development, refine AI capabilities, and strengthen its foothold in the market. By leveraging strong industry partnerships and an agile growth strategy, Goat Robotics is set to become a key player in India’s industrial automation landscape, driving efficiency, innovation, and sustainability.

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New Delhi, March 25, 2025 – “A Legacy of Her”, organized by Anubhav NGO with Beat of Life Entertainment as the official Digital Media Partner, brought together a compelling gathering of voices to discuss the realities of women in politics, policy, media, and law. Held at the India International Centre, the event created space for honest dialogue on inclusion, safety, representation, and reform.

The program began with an opening address by Rukmini Singh, General Secretary of Anubhav NGO, who set the tone for the conversations ahead and outlined the event’s purpose.

The opening session featured Barkha Singh, former Chairperson of the Delhi Commission for Women, and Mamta Yadav, Member of the Haryana Public Service Commission. They raised concerns about the structural gaps that still limit women’s participation in politics — from the absence of POSH committees in parties to financial inequality.

Mamta Yadav reflected:
“Women have always been a part of Indian political history — from Rani Lakshmibai to Sarojini Naidu. But even today, despite being educated, many women are not economically independent. Politics requires financial capacity, and until women achieve that, their participation will always be limited.”

On the theme of digital misinformation and online harassment, Nupur Sharma, Advocate and former BJP spokesperson, remarked:
“Social media is a double-edged sword, where anyone can spread rumors, and people accept them without verification. The question is — are we even distinguishing between truth and lies anymore? Awareness doesn’t come from consumption alone; it depends on how we use the information. Are people blindly following a narrative, or are they thinking critically?”

Rashmi Samant, the first Indian woman elected President of Oxford University’s Student Union, and Smriti Rastogi, Political Editor at Jagran New Media, emphasized the risks of unverified reporting and how media speed often overrides accuracy, resulting in long-term harm.

In the legal session, Dr. Ranjana Kumari, Adv. Abha Singh, and Yogita Bhayana explored the gap between law and lived reality — especially in cases concerning domestic violence, marital rape, and the perception of misuse of women-centric laws.

The event also featured a deeply impactful stage performance of “Pinjraa”, written and directed by Sameer Ahsan and presented by Zariya Neo Theatre Group. The play illustrated the seven stages of domestic violence with powerful storytelling and silence-breaking clarity.

Adding a beautiful cultural touch to the evening, Dev Anand Jha performed a heartfelt song that captivated the audience and brought warmth to the program.

More than just a conversation, “A Legacy of Her” stood as a call to reform — not just to include women in public discourse, but to support, protect, and amplify their presence through real, lasting change. The event’s reach and impact were further extended by Beat of Life Entertainment : Digital Media Partner.

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Muzaffarnagar, March 31, 2025: In an unprecedented confluence of faith and futuristic development, Numax City—the landmark 100-acre integrated township by Numax Group MD Shri Sunil Goel—was graced by the divine presence of Pujya Baba Bageshwar Dhirendra Shastri Ji Maharaj. The maha-satsang, held on March 29 (Saturday), saw over 5,000 devotees immersed in transcendental bliss as sacred chants and Baba Ji’s profound discourse echoed through the township.

In his divine ashirwad, Baba Bageshwar Dhirendra Shastri Ji proclaimed:
“This land is blessed by the sankalp (resolve) of Shri Sunil Goel Ji, who has envisioned Numax City not just as a housing project, but as a ‘Dharma-Nagar’—a place where modern comforts coexist with spiritual values. The energy here is pure, and I foresee this township becoming a beacon of prosperity, harmony, and devotion. May every family that settles here be blessed with the grace of Lord Hanuman, unshakable unity, and boundless success. Let this city rise as an ideal for New India—where progress never compromises piety.”

Responding to Baba Ji’s blessings, Shri Sunil Goel, MD of Numax Group, shared his vision with reverence:
“Baba Ji’s presence today has sanctified the very soil of Numax City. His words are not just blessings—they are a divine roadmap for us. We are not merely constructing buildings; we are nurturing a ‘sanskar-based ecosystem’ where families thrive in modern amenities while staying rooted in India’s timeless culture. Inspired by Baba Ji’s teachings, we will integrate Vastu harmony, green spaces for meditation, and community satsangs within Numax City. This is our pledge—development with devotion, growth with gratitude.”

[Key Highlights]
✔ 5,000+ devotees experienced a transformative satsang under Baba Ji’s guidance.
✔ Baba Bageshwar Dhirendra Shastri’s historic blessing: Declared Numax City a “Dharmic Smart City” of the future.
✔ Sunil Goel’s commitment: Blending Vaastu-compliant designs, eco-friendly living, and spiritual infrastructure.
✔ First-of-its-kind initiative: Numax to host monthly spiritual discourses for residents.

[Shikha Garg, CEO Numax Group]
“Baba Ji’s energy has redefined our understanding of holistic development. Numax City will now incorporate ‘Aatmanirbhar Living’—self-sufficiency in resources, sustainability, and inner peace.”

[Chaitanya Goel, Executive Director]
“With Baba Ji’s ashirwad, we are introducing a ‘Cultural Wellness Wing’ within Numax City—featuring yoga hubs, Ganga jal fountains, and a digital library of scriptures.”.

[Conclusion]
The satsang marked a paradigm shift in urban development, positioning Numax City as Muzaffarnagar’s spiritual-economic nucleus. Blessed by Baba Bageshwar Dhirendra Shastri Ji and steered by Sunil Goel’s dharmic vision, this 100-acre marvel is now destined to become India’s blueprint for enlightened living.

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Mumbai, March 31^th, 2025 – Shera Energy Limited (NSE – SHERA), is one of leading manufacturer of winding wires and strips made from non-ferrous metals, has approved an additional investment in its subsidiary, Shera Metal Private Limited. 

Shera Energy Limited will increase its stake in Shera Metal Private Limited from 82.13% to 85.56% through the acquisition of an additional 3.43% shareholding, amounting to 35,00,000 equity shares. The total investment for this acquisition is valued at ₹10.15 Cr. Shera Metal Private Limited specializes in manufacturing non-ferrous metal products, including bus bars, tubes, and various industrial sections, with a production capacity of 13,000 MTPM. Shera Metal Private Limited has demonstrated strong financial performance, with a turnover of ₹294.43 Cr in FY24. 

By increasing the stake, Shera Energy foresees further expansion into new markets and product innovation, positioning itself as one of the key players in the industry. Shera Energy Limited remains committed to enhancing its business portfolio and reinforcing its leadership in the non-ferrous metals sector. This acquisition marks a strategic step towards achieving long-term operational excellence and sustainable growth.

Commenting on the Investment in Subsidiary, Mr. Naseem Shaikh, Chairman and Managing Director, Shera Energy Limited expressed, “This strategic investment reinforces our commitment to strengthening Shera Energy’s position in the non-ferrous metals sector. By increasing our stake in Shera Metal Private Limited, we are enhancing our ability to drive innovation, expand into new markets and improve our production capabilities.

This move underscores our confidence in Shera Metal Private Limited’s growth potential and aligns with our long-term vision of sustainable expansion. We are confident that this acquisition will create synergies, improve efficiencies, and unlock new opportunities for value creation.”

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Swasti Yoga Center, a global leader in sustainable wellness education, is set to make a historic mark in Georgia as it introduces the world’s first-ever Green Yoga Certification Programs. These innovative programs will be unveiled at the upcoming Yoga for LiFE Conference at Hotel Biltmore in Tbilisi on Sunday, April 6, 2025—just one week away. 

LiFE (Lifestyle for Environment), an India-led global mass movement initiated by Hon. Indian Prime Minister Modi in 2021, promotes mindful and deliberate consumption while encouraging individuals and communities to adopt sustainable practices. In support of this mission, the conference will gather a powerhouse of yoga, wellness, and sustainability experts, all united in the drive to foster Pro Planet People approach. Attendees can expect engaging panel discussions and exclusive book launches—including the Georgian Panchatantra Yogasutra, and the Green Yoga Instructor Guidebook—along with live chair yoga demonstrations that vividly illustrate how integrating green principles into yoga can pave the way for a healthier, more sustainable future.

At the heart of the conference is Swasti Yoga Center’s groundbreaking Green Yoga Certification Program. Designed for yoga instructors, corporate wellness coaches, and environmental advocates, this pioneering initiative merges ancient yogic wisdom with modern sustainability practices. Developed by an ISO-certified and AYUSH-accredited institution, the program equips professionals with the skills to lead carbon-neutral yoga practices, embrace climate-conscious living, and practice responsible travel—an approach aligned with the United Nations Sustainable Development Goals (SDGs) and global Environmental, Social, and Governance (ESG) policies.

“Our mission is to inspire a shift towards sustainability through mindful living. Bringing this program to Georgia is not just an expansion, but a commitment to global well-being,” stated Dr. Vikas Chothe, founder of Swasti Yoga Center.

As nations worldwide intensify their focus on sustainable practices, the launch of these first-of-its-kind certification programs marks a watershed moment in the eco-conscious movement. Swasti Yoga Center invites yoga practitioners, educators, and environmental advocates to join this transformative journey and experience firsthand the profound benefits of Green Yoga, setting a new standard for the integration of wellness with environmental stewardship.

For more information visit – http://www.swastiyogacenter.com 

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Prompt engineering is rapidly emerging as the cornerstone of effective interaction with advanced AI models like ChatGPT. This article explores how the art and science of crafting precise, context-aware, and iterative prompts can transform the outputs of NLP-based systems. Drawing insights from practical experiments with OpenAI’s GPT-4o, we highlight key strategies to refine queries for task-specific outcomes, enhance model responsiveness, and address ethical considerations in AI usage. This piece aims to empower developers, researchers, and industry leaders to maximize the capabilities of AI while ensuring responsible deployment in real-world scenarios.

Artificial intelligence (AI) has transformed many industries and completely changed how humans interact with robots. AI’s most promising application is natural language processing (NLP), which involves developing algorithms and models to comprehend and generate human language. Among these NLP tools, ChatGPT (Generative Pre-trained Transformer) is a public tool created by OpenAI and based on GPT language model technology. It has become a powerful and adaptable tool for natural language processing.

Understanding ChatGPT APIs
ChatGPT APIs are the bridge between developers and OpenAI’s powerful language models. By integrating these APIs into NLP projects, developers can enable AI-driven applications to perform diverse tasks such as summarization, sentiment analysis, and personalized customer support. The ease of access is complemented by flexibility, allowing developers to choose from models suited to their requirements. For instance, OpenAI’s GPT-4o, a high-performance engine, offers advanced language generation capabilities ideal for dynamic conversations and problem-solving.

Setting up these APIs is straightforward:
●    Create an OpenAI Account: Obtain API access by signing up and subscribing.
●    Install Development Tools: Tools like PyCharm and OpenAI Python packages streamline integration.
●    Test the API: Run sample scripts to ensure seamless communication with the AI model.

While powerful, these APIs require careful input design to deliver optimal results—a task where prompt engineering takes center stage.

Prompt Engineering: Art or Science?
In organizational psychologist Adam Grant’s Rethinking podcast, OpenAI CEO Sam Altman opens about top ability needed to succeed today. He says, “Figuring out what questions to ask will be more important than figuring out the answer.” This is exactly where prompt engineering fits in.

Prompt engineering is an art and science. It involves creating and optimizing prompts to help AI models, particularly LLMs, provide the required responses. You can help the model grasp your goal and produce a meaningful response by carefully writing prompts that provide it context, instructions, and examples. Consider it as giving the AI a road map that will guide it to the precise result you want. This process involves several key techniques:

●    Clarity and specificity: Prompts must be concise and unambiguous. For instance, “Explain the process of natural language processing step-by-step” is far more effective than “Tell me about NLP.”
●    Contextual framing: Setting the right context ensures the model understands the query’s intent. For example, specifying, “As a data scientist, describe the ethical implications of using AI in customer support,” improves relevance.
●    Iterative refinement: Rephrasing prompts based on initial responses helps achieve desired results. Each iteration sharpens the AI’s understanding of your needs.
●    Task-specific prompts: Tailoring prompts to specific objectives, such as generating code or creating a customer service script, enhances precision.

Experimenting with ChatGPT
Practical experimentation with prompts reveals the model’s versatility. Asking ChatGPT to “List the steps involved in deploying a GPT model” produces a clear, structured response detailing data preparation, training, and deployment. 

Similarly, exploring ethical considerations around AI highlights its ability to address nuanced topics transparently and comprehensively.

These experiments also underline the need for updated APIs and subscriptions, as older models like text-davinci-003 are now deprecated. Staying current ensures access to advanced features and more accurate outputs.

Results and Insights
When prompts are crafted effectively, ChatGPT excels at delivering actionable insights. For developers, this translates to enhanced model responsiveness and improved outcomes in NLP tasks. However, it’s crucial to recognize the ethical dimensions of AI deployment, especially in sensitive areas like customer support or healthcare. Transparency, fairness, and accountability must guide AI usage.

The Verdict
Prompt engineering isn’t just a technical skill—it’s an art that unlocks the true potential of AI in NLP systems. By mastering precise query crafting and leveraging ChatGPT APIs, developers and researchers can build smarter, more responsive applications. As we refine our approach to working with AI, we must also prioritize ethical practices to ensure responsible and impactful deployments.

References: 
https://indatalabs.com/blog/chatgpt-in-nlp
https://www.cnbc.com/2025/01/13/openai-ceo-top-ability-you-need-to-succeed-age-of-ai-ask-great-questions.html
https://cloud.google.com/discover/what-is-prompt-engineering

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