Himanshu Gupta

Video Interview Analysis

• Reliance executes 1000+ interviews of sales peoples every day using manual intervention
• Task was to develop a solution which will mimic the evaluator and assist hiring teams with the ai-score against each candidate for evaluation
• Derived various features from video interviews like Sentiment, Eye tracking, Transcript extraction, duration, Corrupt videos, Emotions, Keyword matching etc
• Developed a rule/weights based approach which will give a final score between 1 to10 for evaluation
• Reduced manual intervention by 70% thereby accelerating the evaluating time.

Face Verification & Face object detection

• Created an API to enable candidates to register with a valid face image (excluding mask, sunglasses, and hat) and implemented real-time verification of photographs using the live cam.
• Developed a robust deep learning model capable of identifying multiple objects on the face with precision.
• Implemented the verification system by utilizing Flask API and face recognition technology, employing the cosine similarity distance formula.

Multilingual Translation

• The objective was to develop an API to translate text from English to 15 Indian languages and vice-versa.
• Leveraged a state-of-the-art pre-trained language model to perform accurate and efficient multilingual translations, ensuring high-quality output across multiple languages.

• Created comprehensive power theft detection reports, identifying anomalies and leading to an 8% increase in revenue recovery
• Created area-wise visualization reports, enabling strategic targeting of high theft regions thereby revenue realization
• Developed a predictive billing model to minimize discrepancies between provisional and actual bills, enhancing billing accuracy
• Managed a database of lakhs of consumer records, ensuring data integrity and optimizing queries for efficient analysis.

• Successfully catered to the client needs and maintained the interface between the client & the customers
• Worked on project estimates, created detailed plans and engaged with clients to discuss their requirements
• Monitored the code changes and unit testing as per requirements specified
• Implemented the necessary functionalities within committed timelines
• Reported on work progress to client and project manager in daily scrum calls.