Latest news with #Rajeev
Hans India
3 days ago
- Business
- Hans India
Decoding Gen AI, Cloud, and VDI: A Candid Conversation with Rajiv Ranjan Kumar of Wipro
In an exclusive sit-down with The Hans India, Rajeev Ranjan Kumar, a GenAI specialist and leader, demystified some of the most transformative technologies of our time: Generative AI (Gen AI), Cloud Computing, and Virtual Desktop Infrastructure (VDI). From the promise of AI to its potential pitfalls, and his personal journey into the tech world, Rajeev offers clear-eyed insights with relatable examples. Here's a glimpse into an insightful chat with him. Why are companies increasingly embracing Gen AI-powered solutions? Rajeev explained that the industry is witnessing a major shift towards the convergence of data forms; text, video, image, and audio. Gen AI leverages all of these together, making it vastly more efficient and intelligent. He pointed out how tools like ChatGPT offer a stark contrast to traditional search engines. Instead of returning a list of options, Gen AI delivers precise, context-aware answers, improving productivity and saving time. According to him, this convergence is what's driving the mass adoption across industries. How are Cloud and VDI connected to Gen AI in today's tech ecosystem? To break it down, Rajeev categorized AI into three key layers: infrastructure, cloud, and access. First, the infrastructure layer is crucial because AI models need high computing power. But that kind of investment isn't feasible for smaller organizations; which is where cloud platforms come in. With cloud's 'pay-as-you-go' model, anyone- even students can access powerful AI tools without buying expensive hardware. Then, comes VDI (Virtual Desktop Infrastructure), which allows people to securely access their workspace from any device, anywhere. Together, these elements form a robust ecosystem that makes AI scalable and democratized. What are the biggest challenges in adopting Gen AI? Rajeev outlined three major concerns: data privacy, ethical use, and hallucination. In sectors like healthcare and automotive, data sensitivity is extremely high. Any leak can lead to serious consequences, including loss of trust or business strategy exposure. Ethical use is another concern, especially with the rise of deepfakes and voice cloning. Rajeev stressed the importance of governance frameworks and audits to ensure responsible use. Lastly, he pointed to the problem of hallucinations, when AI outputs something that seems accurate but is factually incorrect. In high-risk industries, even one such error can be catastrophic. Are AI-powered vehicles, like those from Tesla, really safe? On the topic of autonomous driving, Rajeev admitted that the adoption rate remains low, primarily due to data reliability concerns. These vehicles rely entirely on AI models for decision-making, and if even a single command is wrong, the outcome can be dangerous. Hallucinations in AI; where answers look accurate but aren't, are especially risky here. This is why full automation is still under cautious implementation. Will AI eventually replace human jobs? Rajeev acknowledged that AI will partially replace roles, particularly in areas like technical documentation and basic coding. Generative AI can produce text and code with impressive accuracy, reducing the number of people required for such tasks. However, he emphasized the continued importance of the human-in-the-loop approach. AI still lacks instinct and random human judgement, and will take years to truly mature. 'You can think of it as the 'AI-fication of humans' already happening, but the 'humanification of AI' is still far off', this was established during the conversation. Does frequent use of AI tools hamper human creativity? 'No, it actually enhances creativity,' Rajeev said firmly. He shared a story from a gastroenterology summit, where a doctor failed to diagnose cancer in a patient early on. Years later, when the patient's previous records were uploaded into an AI system, it accurately predicted the cancer risk that was overlooked. The experience reinforced Rajeev's belief that AI complements human effort and helps professionals work smarter. To quote Rajeev,"The patient had a second stage of cancer. The doctor felt guilty. The reason that the person had come to him three times and he was not able to diagnose that he is developing that thing. Then he was feeling guilty and then he told this person to give him all the current applications he has which are based on artificial intelligence. He uploaded the entire data. The first year data, first year data was showing that there is a probability of 50% cancer happens after two to three years. Second year data was telling that 70% probability is there that he will be diagnosed with cancer in the next one year. So, he was surprised that okay, he has so much experience and this fellow came just now as a technology and it is replacing me. But he was thinking I could have used this technology two years back and I could have saved his life much earlier." In creative fields like media, he said AI can fast-track execution, allowing professionals more time for vision and innovation. What about the environmental cost of training large AI models? Rajeev acknowledged the concern about AI's water and energy consumption, but said the industry is responding. Companies like NVIDIA are creating more energy-efficient hardware and Small Language Models (SLMs) are emerging as lightweight alternatives to Large Language Models (LLMs), consuming less power with similar performance for specific use cases. He added that countries like those in the EU are already implementing Responsible AI frameworks, which include environmental considerations. How do SLMs compare to LLMs, and where should each be used? SLMs, according to Rajiv, are ideal for task-specific applications such as call centers or IT helpdesks, where the questions are predictable and datasets are limited. LLMs, on the other hand, are better suited for complex, multimodal tasks like processing audio, text, and images together in healthcare diagnostics or creative media. At Wipro, the choice between SLM or LLM is based entirely on client requirements and the scope of the project. When asked if AI misuse be prevented, especially by people with malicious intent? Rajeev explained that modern AI systems have three protective layers: the user interface, the data processing layer, and the guardrail layer. The guardrail monitors queries to detect and block inappropriate or unethical ones. Moreover, usage patterns are constantly tracked, and feedback from these interactions is used to strengthen the model over time. This includes not only security but also improving response quality. Tell us a little about your personal journey into AI. Was it always part of your plan? Rajeev shared that his journey into AI began by chance. Two years ago, AI was still emerging and most people were chasing more established tech roles. But he saw an opening and decided to take a leap. A turning point came during his MBA at IIM Kozhikode, when Professor Raju told him, 'The next decade belongs to data. If you control data, you control the world.' That advice inspired him to pivot, and it turned out to be a defining decision in his career. Was there a specific moment that confirmed you made the right choice? Yes, Rajeev recalled a friend who struggled to manually sift through 1,000 job applications. In just five days, Rajeev built a tool that could score resumes against job descriptions. To make it more robust, he implemented cosine similarity to detect AI-generated or overly similar resumes, helping to remove redundant applications. That moment made him realize how practically powerful and impactful AI can be. AI-generated resumes are becoming common. Could the best candidates be overlooked? Rajeev said it's a real concern. Many candidates now tailor their resumes to pass AI filters using keywords and tools. While this helps visibility, it also leads to over-standardization, which might mask real talent. He advised applicants to be strategic, 'Use AI to enhance your resume, but remember that authentic skills and substance still matter most.' Rajeev concluded that AI is a tool, not a threat. If used responsibly, it has the potential to enhance human capabilities, not replace them. The key is to stay ethical, curious, and collaborative. "AI is here to stay. The question is: how responsibly and creatively will we use it?" Interview by: Gyanisha Mallick Guest: Rajeev Ranjan Kumar, Senior Leader & AI specialist, Wipro Platform: The Hans India; TechTalk Podcast
Business Insider
4 days ago
- Business
- Business Insider
Fundamental Research Keeps Their Buy Rating on Yorkton Equity Group Inc (YEG)
Fundamental Research analyst Siddharth Rajeev maintained a Buy rating on Yorkton Equity Group Inc (YEG – Research Report) today and set a price target of C$0.37. The company's shares closed yesterday at C$0.21. Confident Investing Starts Here: Easily unpack a company's performance with TipRanks' new KPI Data for smart investment decisions Receive undervalued, market resilient stocks right to your inbox with TipRanks' Smart Value Newsletter According to TipRanks, Rajeev is an analyst with an average return of -9.1% and a 35.28% success rate. Rajeev covers the Basic Materials sector, focusing on stocks such as Fortune Minerals, Silver X Mining, and Power Metallic Mines Inc. Currently, the analyst consensus on Yorkton Equity Group Inc is a Moderate Buy with an average price target of C$0.37. The company has a one-year high of C$0.22 and a one-year low of C$0.16. Currently, Yorkton Equity Group Inc has an average volume of 17.03K.
India.com
5 days ago
- Entertainment
- India.com
This boy in photo was thrown out of house by his father, made a living by selling paintings, is now a popular actor, can you recognise him? he is...
Many stars in Bollywood ran away from home and came to Mumbai to become actors. Only a few of them were successful, while many had to return and are managing their work by doing small roles in many films. But, this one actor, who has now become a huge sensation on OTT platforms, faced many hurdles in his life but did not gave up. One Of Most Talented Actors In Indian Cinema Here we are talking about actor Rajeev Khandelwal, who has been in the film industry since 2008, but even today he has not got the title of a star. Rajeev Khandelwal obtained his Bachelor's degree in Chemistry from St. Xavier's College in Ahmedabad. The actor commenced his journey as a model but received his initial opportunity as an actor in the television series 'Kya Hadsaa Kya Haqeeqat,' where he portrayed a villainous role. He was later offered Balaji Telefilms' 'Kahiin To Hoga,' a romantic drama, which brought him fame and established him as a star. He received multiple accolades for his role in Kahiin Toh Hoga and subsequently appeared in Ketan Mehta's action TV show, 'Time Bomb 9/11,' 'C.I.D' and 'Left Right Left.' Soon, Rajeev chose to strive for greatness and departed from television for a career in Bollywood. Recently, Rajeev has revealed in his recent interview with Zoom, that his father had thrown him out of the house because he had will to pursue acting as a profession. They Could Not Understand My Passion For… Rajiv told, 'My parents knew that I could live a good life, but they could not understand my passion for 'lights, camera and action', I was thrown out of my house, I come from an army background, my parents said that they did not understand what this industry is, they knew that I can live my life decently, but they were surprised 'where did the ghost of acting come from', they knew that I used to talk about acting since childhood, but they never thought that I would want to make it my career'. Rajeev further said, that his parents forced him to focus on his studies and pursue a well-paid career instead of entering the world of acting. The actor further explained how his father insisted that he did not have enough money to fulfill his dream of becoming an actor. The actor said, 'It was like either you stay here and do the traditional things that students of your age are doing, otherwise, if you want to become a romantic hero and act, I don't have the money to offer you.' For the unversed, Rajeev was recently featured in the web series Secret of Shiledars, which also stars Sai Tamhankar, Gaurav Amlani, Ashish Vidyarthi and Dilip Prabhavalkar in significant roles, which is available for streaming on Jio Hotstar.
News18
16-06-2025
- Entertainment
- News18
Rajeev Khandelwal Recalls Wife Manjiri Crying After Wedding News Leaked In Newspaper: 'Her Parents...'
Last Updated: Rajeev Khandelwal reveals how his wife Manjiri Kamtikar cried after their wedding news was leaked in the media, shocking her parents. Rajeev Khandelwal, fondly remembered as the heartthrob Sujal from the hit 2000s TV show Kahiin Toh Hoga, recently opened up about a deeply personal chapter from his life — the early days of his relationship with his now-wife, Manjiri Kamtikar, and the emotional storm that followed their love being thrust into the public eye. In a candid chat with Zoom, the actor reflected on how their relationship, which they had kept private for years, was suddenly exposed in the media without warning. The timing couldn't have been more difficult — Manjiri's conservative family had no idea she was dating an actor, let alone someone as recognisable as Rajeev. 'When I was hosting Sacch Ka Saamna in 2009, I had already said publicly that I wasn't single. But I hadn't revealed who I was dating because she wasn't from the industry," Rajeev recalled. However, the media wasn't ready to leave the mystery unsolved. 'They found her picture on Facebook, and I was told it was going to be printed," he said. The news shook Manjiri to the core. 'She started crying when she heard her photo would be in the paper. Her parents didn't know anything." Desperate to shield her from the fallout, Rajeev made a direct appeal to the media. He called up the editor and pleaded, 'Please understand, this is a middle-class family." But his requests were dismissed, and the news made its way to print. That morning, knowing the article was about to land in homes across the country, Rajeev took a bold step. 'I secretly got her father's number and messaged him at 6 AM," he revealed. In the message, he introduced himself and gently broke the news before the newspaper could. 'Sir, this is Rajeev Khandelwal. This is going to happen. Here's my number. If you have any concerns, please call me. I want to be man enough to stand up and not hide." Rajeev's honesty struck a chord. While it was a difficult moment, he believes that Manjiri's father appreciated his integrity. 'Till this day, he respects me for sending that message," he shared. Despite the rocky start, love and accountability prevailed. Today, Rajeev and Manjiri share a strong bond built on trust, truth, and courage. On the work front, Rajeev was last seen in The Secret of the Shiledars, which premiered on JioHotstar earlier this year. First Published: June 16, 2025, 21:35 IST
Hindustan Times
16-06-2025
- Entertainment
- Hindustan Times
'Sorry sir, ye to nahi milega aapko': Rajeev Khandelwal on how he handled sexual harassment
Rajeev Khandelwal, an actor known for his roles in films like Aamir and Table No. 21, has openly discussed his experiences with the casting couch in the Indian film industry and how complicated it was for him to handle it. (Also read: The Secret Of The Shiledars trailer: Rajeev Khandelwal leads a desi Indiana Jones-style series. Watch) In an interview with Zoom, Rajeev discussed how difficult it can be for outsiders to get work and how he handled sexual harassment during that phase. The Kahii To Hoga actor emphasised that it is important for an actor to realise who he/she is and how he/she wants to achieve success. "It can be very difficult and very easy to handle it, too. You have to identify, who you are. The sooner you identify who you are and who you want to be. Kya main saam daam dhand bhed kar ke success kamana chahta hu (Am I someone who wants to achieve things through persuasion, price, punishment, and division) or am I that personality who would not find any happiness by doing all of this? I am a person who wants to earn every smile and appreciation that I get," Rajeev said. Rajeev mentioned that he took it upon himself to take charge of his career, stressing that he would not want to give anyone the luxury of owning his destiny. "It is tough to fight temptation, and easy if you know who you are. I would tell them, Sorry Sir, mere se nahi milega aapko (you would not get it from me) and in my head I would think, 'Are you the one who would write my destiny? Sorry, boss, you would not write my future, I would do that. I don't give importance to one individual that this will make or break my life," he added. Rajeev was last seen in a mystery thriller series directed by Aditya Sarpotdar, which also featured Sai Tamhankar. Inspired by the Marathi novel Pratipashchandra, the series blends historical intrigue with modern adventure, drawing comparisons to Indiana Jones. It premiered on JioHotstar on 31 January.
